Portfolio

Selected projects spanning soil AI, Earth observation, and precision agriculture while building practical tools that connect field data, remote sensing, and machine learning for climate-smart decision support.

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  • Agriculture
  • Earth Observation
  • AI & LLM
  • Environment
Federated Farms

Federated Farms

Data privacy-preserving pipelines for soil prediction across farms using spectroscopy and EO covariates.

Federated Learning Soil Spectroscopy EO Features
Lab Protocols & Pipelines

Lab Protocols & Pipelines

Federated learning in soil spectroscopy workflows with lab protocols and reproducible pipelines (SQuaP, RSE 2026).

Spectral QC (SQuaP) Reproducibility Pipelines
GaiaBot

GaiaBot

LLM-based assistant that helps stakeholders access environmental data and turn it into practical guidance.

LLM Decision Support Ag Analytics
Field Sampling

Field Sampling

Field campaigns for carbon sequestration, soil/water measurements, drone operations, and model validation.

Fieldwork Carbon & Water UAV
EO Dashboards

EO Dashboards

Interactive web dashboards for soil monitoring and irrigation scheduling.

SoilViewer Web GIS Irrigation
Multi-Sensor RobotDog Platform

Multi-Sensor RobotDog Platform

Unitree robot dog + hyperspectral/RGB + LiDAR + Jetson for real-time tree counting and soil mapping.

Robotics Hyperspectral Jetson
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